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Reddit Sentiment Analysis for Apple WWDC25

Scrapes Reddit for Apple WWDC25 discussions, classifies topics, analyzes comment sentiment with Gemini, and logs results to a Google Sheet.

Verified 2026-07-07

MarketerData-Analyst

What it does

Track Apple WWDC25 discussions on Reddit by automatically scraping posts with Bright Data and classifying topics using a Text Classifier. Analyze the sentiment of every comment with Google Gemini to gauge public reaction, then log all results directly into your Google Sheet for instant brand monitoring and product feedback insights.

How it works

When it runs: Run manually · Manual · on demand
How hands-off: Assists you, you do the final step
Setup: An afternoon · about an afternoon
Works with: Bright Data, HTTP Request, Google Gemini Chat Model, Text Classifier, Google Sheets

Tools that fit

Services

Bright Data : Scraping Reddit data

Text Classifier : Categorizing posts and comments

Google Sheets : Storing analysis results

api

HTTP Request : Executing API calls to Bright Data

LLM

Google Gemini Chat Model : Performing sentiment analysis on comments

Watch out for

Reddit's anti-scraping measures may block your Bright Data session so implement robust retry logic with randomized delays.
Google Sheets has a row limit per append operation so batch your writes every few hundred comments to avoid API timeouts.
Sentiment analysis can misinterpret technical praise as negative sentiment if the prompt lacks context about Apple's engineering culture.
Bright Data costs scale with volume so set strict pagination limits to prevent unexpected charges during high-traffic event days.

Seen in the wild

n8n: Reddit Sentiment Analysis for Apple WWDC25 with Gemini AI and Google Sheets template

Want this running in your business?

This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.

Get in touch

Who it's for

Built for marketers who'd rather brief an agent than start from a blank doc.

Analysts get a ready-made pattern for turning raw numbers into a report someone will actually read.

Frequently asked questions

Who is this for?

marketers and data analysts, or anyone doing marketing work who wants this handled automatically rather than manually.

How long does it take to set up?

An afternoon: plan for about an afternoon to get it running end to end.

Related use cases

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